The role of eye gaze in security and privacy applications: Survey and future HCI research directions
For the past 20 years, researchers have investigated the use of eye tracking in security
applications. We present a holistic view on gaze-based security applications. In particular …
applications. We present a holistic view on gaze-based security applications. In particular …
Multibiometric fusion strategy and its applications: A review
The unimodal biometric based system faced several inherent problems like lack of
uniqueness, intra-class variation, non-universality, noisy data (presence of dirt on the …
uniqueness, intra-class variation, non-universality, noisy data (presence of dirt on the …
DeepEyedentificationLive: Oculomotoric biometric identification and presentation-attack detection using deep neural networks
We study involuntary micro-movements of both eyes, in addition to saccadic macro-
movements, as biometric characteristic. We develop a deep convolutional neural network …
movements, as biometric characteristic. We develop a deep convolutional neural network …
Deep eyedentification: Biometric identification using micro-movements of the eye
We study involuntary micro-movements of the eye for biometric identification. While prior
studies extract lower-frequency macro-movements from the output of video-based eye …
studies extract lower-frequency macro-movements from the output of video-based eye …
An effective gaze-based authentication method with the spatiotemporal feature of eye movement
J Yin, J Sun, J Li, K Liu - Sensors, 2022 - mdpi.com
Eye movement has become a new behavioral feature for biometric authentication. In the eye
movement-based authentication methods that use temporal features and artificial design …
movement-based authentication methods that use temporal features and artificial design …
Eye movement analysis for human authentication: a critical survey
This paper addresses the active and dynamic nature of biometrics, in general, and gaze
analysis, in particular, including motivation and background. The paper includes a critical …
analysis, in particular, including motivation and background. The paper includes a critical …
Fusion of eye movement and mouse dynamics for reliable behavioral biometrics
P Kasprowski, K Harezlak - Pattern Analysis and Applications, 2018 - Springer
This paper presents the first attempt to fuse two different kinds of behavioral biometrics:
mouse dynamics and eye movement biometrics. Mouse dynamics were collected without …
mouse dynamics and eye movement biometrics. Mouse dynamics were collected without …
Biometric recognition through eye movements using a recurrent neural network
Eye movement biometrics have traditionally been tackled by using handcrafted features
which lead to complex computation and heavy reliance on experimental design. The authors …
which lead to complex computation and heavy reliance on experimental design. The authors …
EmMixformer: Mix transformer for eye movement recognition
Eye movement (EM) is a new highly secure biometric behavioral modality that has received
increasing attention in recent years. Although deep neural networks, such as convolutional …
increasing attention in recent years. Although deep neural networks, such as convolutional …
Biometric recognition based on recurrence plot and inceptionV3 model using eye movements
H Jin, S Chen - IEEE Journal of Biomedical and Health …, 2023 - ieeexplore.ieee.org
The ability to use eye movement signals as a feature in biometric recognition is a novel
characteristic of biometric recognition technology. However, present technologies have not …
characteristic of biometric recognition technology. However, present technologies have not …